OMGeo - Python Edition
python-omgeo is a geocoding abstraction layer written in python. Currently
supported geocoders:
- US Census Geocoder
- Bing Maps REST Locations API
- ESRI World Geocoding Service
- MapQuest Licensed Data API
- MapQuest-hosted Nominatim Open Data API
- Pelias geocoder. Defaults to use geocode.earth
- Google geocoder
Note
Check out this project's page on GitHub.
Installation:
sudo pip install python-omgeo
Documentation
Docs are available in HTML or PDF format.
Usage Example
Make a new geocoder and geocode and address:
>>> from omgeo import Geocoder
>>> g = Geocoder()
>>> result = g.geocode('340 12th St, Philadelphia PA')
Take a look at the result:
>>> result
{'candidates': [
<340 S 12th St, Philadelphia, PA, 19107 (-75.161461, 39.94532) EsriWGS>,
<340 N 12th St, Philadelphia, PA, 19107 (-75.158434, 39.958728) EsriWGS>
],
'upstream_response_info': [<EsriWGS 1054ms>]}
Take a closer look at the information in our address Candidate objects:
>>> [c.__dict__ for c in result["candidates"]]
[{'geoservice': 'EsriWGS',
'locator': u'USA.AddressPoint',
'locator_type': u'PointAddress',
'match_addr': u'340 S 12th St, Philadelphia, PA, 19107',
'score': 90.87,
'wkid': 4326,
'x': -75.161461,
'y': 39.94532},
{'geoservice': 'EsriWGS',
'locator': 'interpolation',
'locator_type': u'StreetAddress',
'match_addr': u'340 N 12th St, Philadelphia, PA, 19107',
'score': 90.87,
'wkid': 4326,
'x': -75.158434,
'y': 39.958728}]
Some geocoders (EsriWGS and US Census) can return address components in addition to the full address:
>>> [{'geoservice': 'EsriWGS',
'locator': 'interpolation',
'locator_type': u'StreetAddress',
'match_addr': u'340 N 12th St, Phila, Pennsylvania, 19107',
'match_city': u'Phila',
'match_country': u'USA',
'match_postal': u'19107',
'match_region': u'Pennsylvania',
'match_streetaddr': u'340 N 12th St',
'match_subregion': u'',
'score': 90.1,
'wkid': 4326,
'x': -75.158384,
'y': 39.958774}]
These are optional; their existence may change depending on the response from the geocoder.
Testing
There is a shell script in the root of the repository called test.dummy.sh.
Copy it using cp test.dummy.sh test.sh. Edit test.sh to include the
API keys that you obtained from the given geocoding service providers. Then, run
the tests using ./test.sh.